---
_id: '11867'
abstract:
- lang: eng
  text: 'New waves of consumer-centric applications, such as voice search and voice
    interaction with mobile devices and home entertainment systems, increasingly require
    automatic speech recognition (ASR) to be robust to the full range of real-world
    noise and other acoustic distorting conditions. Despite its practical importance,
    however, the inherent links between and distinctions among the myriad of methods
    for noise-robust ASR have yet to be carefully studied in order to advance the
    field further. To this end, it is critical to establish a solid, consistent, and
    common mathematical foundation for noise-robust ASR, which is lacking at present.
    This article is intended to fill this gap and to provide a thorough overview of
    modern noise-robust techniques for ASR developed over the past 30 years. We emphasize
    methods that are proven to be successful and that are likely to sustain or expand
    their future applicability. We distill key insights from our comprehensive overview
    in this field and take a fresh look at a few old problems, which nevertheless
    are still highly relevant today. Specifically, we have analyzed and categorized
    a wide range of noise-robust techniques using five different criteria: 1) feature-domain
    vs. model-domain processing, 2) the use of prior knowledge about the acoustic
    environment distortion, 3) the use of explicit environment-distortion models,
    4) deterministic vs. uncertainty processing, and 5) the use of acoustic models
    trained jointly with the same feature enhancement or model adaptation process
    used in the testing stage. With this taxonomy-oriented review, we equip the reader
    with the insight to choose among techniques and with the awareness of the performance-complexity
    tradeoffs. The pros and cons of using different noise-robust ASR techniques in
    practical application scenarios are provided as a guide to interested practitioners.
    The current challenges and future research directions in this field is also carefully
    analyzed.'
author:
- first_name: Jinyu
  full_name: Li, Jinyu
  last_name: Li
- first_name: Li
  full_name: Deng, Li
  last_name: Deng
- first_name: Yifan
  full_name: Gong, Yifan
  last_name: Gong
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: Li J, Deng L, Gong Y, Haeb-Umbach R. An Overview of Noise-Robust Automatic
    Speech Recognition. <i>IEEE Transactions on Audio, Speech and Language Processing</i>.
    2014;22(4):745-777. doi:<a href="https://doi.org/10.1109/TASLP.2014.2304637">10.1109/TASLP.2014.2304637</a>
  apa: Li, J., Deng, L., Gong, Y., &#38; Haeb-Umbach, R. (2014). An Overview of Noise-Robust
    Automatic Speech Recognition. <i>IEEE Transactions on Audio, Speech and Language
    Processing</i>, <i>22</i>(4), 745–777. <a href="https://doi.org/10.1109/TASLP.2014.2304637">https://doi.org/10.1109/TASLP.2014.2304637</a>
  bibtex: '@article{Li_Deng_Gong_Haeb-Umbach_2014, title={An Overview of Noise-Robust
    Automatic Speech Recognition}, volume={22}, DOI={<a href="https://doi.org/10.1109/TASLP.2014.2304637">10.1109/TASLP.2014.2304637</a>},
    number={4}, journal={IEEE Transactions on Audio, Speech and Language Processing},
    author={Li, Jinyu and Deng, Li and Gong, Yifan and Haeb-Umbach, Reinhold}, year={2014},
    pages={745–777} }'
  chicago: 'Li, Jinyu, Li Deng, Yifan Gong, and Reinhold Haeb-Umbach. “An Overview
    of Noise-Robust Automatic Speech Recognition.” <i>IEEE Transactions on Audio,
    Speech and Language Processing</i> 22, no. 4 (2014): 745–77. <a href="https://doi.org/10.1109/TASLP.2014.2304637">https://doi.org/10.1109/TASLP.2014.2304637</a>.'
  ieee: J. Li, L. Deng, Y. Gong, and R. Haeb-Umbach, “An Overview of Noise-Robust
    Automatic Speech Recognition,” <i>IEEE Transactions on Audio, Speech and Language
    Processing</i>, vol. 22, no. 4, pp. 745–777, 2014.
  mla: Li, Jinyu, et al. “An Overview of Noise-Robust Automatic Speech Recognition.”
    <i>IEEE Transactions on Audio, Speech and Language Processing</i>, vol. 22, no.
    4, 2014, pp. 745–77, doi:<a href="https://doi.org/10.1109/TASLP.2014.2304637">10.1109/TASLP.2014.2304637</a>.
  short: J. Li, L. Deng, Y. Gong, R. Haeb-Umbach, IEEE Transactions on Audio, Speech
    and Language Processing 22 (2014) 745–777.
date_created: 2019-07-12T05:29:47Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
doi: 10.1109/TASLP.2014.2304637
intvolume: '        22'
issue: '4'
keyword:
- Speech recognition
- compensation
- distortion modeling
- joint model training
- noise
- robustness
- uncertainty processing
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6732927
oa: '1'
page: 745-777
publication: IEEE Transactions on Audio, Speech and Language Processing
status: public
title: An Overview of Noise-Robust Automatic Speech Recognition
type: journal_article
user_id: '44006'
volume: 22
year: '2014'
...
---
_id: '11918'
abstract:
- lang: eng
  text: 'In this paper, we investigate unsupervised acoustic model training approaches
    for dysarthric-speech recognition. These models are first, frame-based Gaussian
    posteriorgrams, obtained from Vector Quantization (VQ), second, so-called Acoustic
    Unit Descriptors (AUDs), which are hidden Markov models of phone-like units, that
    are trained in an unsupervised fashion, and, third, posteriorgrams computed on
    the AUDs. Experiments were carried out on a database collected from a home automation
    task and containing nine speakers, of which seven are considered to utter dysarthric
    speech. All unsupervised modeling approaches delivered significantly better recognition
    rates than a speaker-independent phoneme recognition baseline, showing the suitability
    of unsupervised acoustic model training for dysarthric speech. While the AUD models
    led to the most compact representation of an utterance for the subsequent semantic
    inference stage, posteriorgram-based representations resulted in higher recognition
    rates, with the Gaussian posteriorgram achieving the highest slot filling F-score
    of 97.02%. Index Terms: unsupervised learning, acoustic unit descriptors, dysarthric
    speech, non-negative matrix factorization'
author:
- first_name: Oliver
  full_name: Walter, Oliver
  last_name: Walter
- first_name: Vladimir
  full_name: Despotovic, Vladimir
  last_name: Despotovic
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
- first_name: Jrt
  full_name: Gemmeke, Jrt
  last_name: Gemmeke
- first_name: Bart
  full_name: Ons, Bart
  last_name: Ons
- first_name: Hugo
  full_name: Van hamme, Hugo
  last_name: Van hamme
citation:
  ama: 'Walter O, Despotovic V, Haeb-Umbach R, Gemmeke J, Ons B, Van hamme H. An Evaluation
    of Unsupervised Acoustic Model Training for a Dysarthric Speech Interface. In:
    <i>INTERSPEECH 2014</i>. ; 2014.'
  apa: Walter, O., Despotovic, V., Haeb-Umbach, R., Gemmeke, J., Ons, B., &#38; Van
    hamme, H. (2014). An Evaluation of Unsupervised Acoustic Model Training for a
    Dysarthric Speech Interface. In <i>INTERSPEECH 2014</i>.
  bibtex: '@inproceedings{Walter_Despotovic_Haeb-Umbach_Gemmeke_Ons_Van hamme_2014,
    title={An Evaluation of Unsupervised Acoustic Model Training for a Dysarthric
    Speech Interface}, booktitle={INTERSPEECH 2014}, author={Walter, Oliver and Despotovic,
    Vladimir and Haeb-Umbach, Reinhold and Gemmeke, Jrt and Ons, Bart and Van hamme,
    Hugo}, year={2014} }'
  chicago: Walter, Oliver, Vladimir Despotovic, Reinhold Haeb-Umbach, Jrt Gemmeke,
    Bart Ons, and Hugo Van hamme. “An Evaluation of Unsupervised Acoustic Model Training
    for a Dysarthric Speech Interface.” In <i>INTERSPEECH 2014</i>, 2014.
  ieee: O. Walter, V. Despotovic, R. Haeb-Umbach, J. Gemmeke, B. Ons, and H. Van hamme,
    “An Evaluation of Unsupervised Acoustic Model Training for a Dysarthric Speech
    Interface,” in <i>INTERSPEECH 2014</i>, 2014.
  mla: Walter, Oliver, et al. “An Evaluation of Unsupervised Acoustic Model Training
    for a Dysarthric Speech Interface.” <i>INTERSPEECH 2014</i>, 2014.
  short: 'O. Walter, V. Despotovic, R. Haeb-Umbach, J. Gemmeke, B. Ons, H. Van hamme,
    in: INTERSPEECH 2014, 2014.'
date_created: 2019-07-12T05:30:46Z
date_updated: 2022-01-06T06:51:12Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2014/WaDeHaebGeOnVa14.pdf
oa: '1'
publication: INTERSPEECH 2014
related_material:
  link:
  - description: Poster
    relation: supplementary_material
    url: https://groups.uni-paderborn.de/nt/pubs/2014/WaDeHaebGeOnVa14_Poster.pdf
  - description: Spotlight
    relation: supplementary_material
    url: https://groups.uni-paderborn.de/nt/pubs/2014/WaDeHaebGeOnVa14_Spotlight.pdf
status: public
title: An Evaluation of Unsupervised Acoustic Model Training for a Dysarthric Speech
  Interface
type: conference
user_id: '44006'
year: '2014'
...
---
_id: '11974'
author:
- first_name: Mario
  full_name: Berger, Mario
  last_name: Berger
- first_name: Felix
  full_name: Erlacher, Felix
  last_name: Erlacher
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Berger M, Erlacher F, Sommer C, Dressler F. Adaptive load allocation for combining
    Anomaly Detectors using controlled skips. In: <i>2014 International Conference
    on Computing, Networking and Communications (ICNC)</i>. ; 2014. doi:<a href="https://doi.org/10.1109/iccnc.2014.6785438">10.1109/iccnc.2014.6785438</a>'
  apa: Berger, M., Erlacher, F., Sommer, C., &#38; Dressler, F. (2014). Adaptive load
    allocation for combining Anomaly Detectors using controlled skips. In <i>2014
    International Conference on Computing, Networking and Communications (ICNC)</i>.
    <a href="https://doi.org/10.1109/iccnc.2014.6785438">https://doi.org/10.1109/iccnc.2014.6785438</a>
  bibtex: '@inproceedings{Berger_Erlacher_Sommer_Dressler_2014, title={Adaptive load
    allocation for combining Anomaly Detectors using controlled skips}, DOI={<a href="https://doi.org/10.1109/iccnc.2014.6785438">10.1109/iccnc.2014.6785438</a>},
    booktitle={2014 International Conference on Computing, Networking and Communications
    (ICNC)}, author={Berger, Mario and Erlacher, Felix and Sommer, Christoph and Dressler,
    Falko}, year={2014} }'
  chicago: Berger, Mario, Felix Erlacher, Christoph Sommer, and Falko Dressler. “Adaptive
    Load Allocation for Combining Anomaly Detectors Using Controlled Skips.” In <i>2014
    International Conference on Computing, Networking and Communications (ICNC)</i>,
    2014. <a href="https://doi.org/10.1109/iccnc.2014.6785438">https://doi.org/10.1109/iccnc.2014.6785438</a>.
  ieee: M. Berger, F. Erlacher, C. Sommer, and F. Dressler, “Adaptive load allocation
    for combining Anomaly Detectors using controlled skips,” in <i>2014 International
    Conference on Computing, Networking and Communications (ICNC)</i>, 2014.
  mla: Berger, Mario, et al. “Adaptive Load Allocation for Combining Anomaly Detectors
    Using Controlled Skips.” <i>2014 International Conference on Computing, Networking
    and Communications (ICNC)</i>, 2014, doi:<a href="https://doi.org/10.1109/iccnc.2014.6785438">10.1109/iccnc.2014.6785438</a>.
  short: 'M. Berger, F. Erlacher, C. Sommer, F. Dressler, in: 2014 International Conference
    on Computing, Networking and Communications (ICNC), 2014.'
date_created: 2019-07-18T09:51:18Z
date_updated: 2022-01-06T06:51:14Z
department:
- _id: '589'
doi: 10.1109/iccnc.2014.6785438
language:
- iso: eng
publication: 2014 International Conference on Computing, Networking and Communications
  (ICNC)
publication_identifier:
  isbn:
  - '9781479923588'
publication_status: published
status: public
title: Adaptive load allocation for combining Anomaly Detectors using controlled skips
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '11978'
author:
- first_name: Bastian
  full_name: Bloessl, Bastian
  last_name: Bloessl
- first_name: Michele
  full_name: Segata, Michele
  last_name: Segata
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Bloessl B, Segata M, Sommer C, Dressler F. Towards an Open Source IEEE 802.11p
    stack: A full SDR-based transceiver in GNU Radio. In: <i>2013 IEEE Vehicular Networking
    Conference</i>. ; 2014. doi:<a href="https://doi.org/10.1109/vnc.2013.6737601">10.1109/vnc.2013.6737601</a>'
  apa: 'Bloessl, B., Segata, M., Sommer, C., &#38; Dressler, F. (2014). Towards an
    Open Source IEEE 802.11p stack: A full SDR-based transceiver in GNU Radio. In
    <i>2013 IEEE Vehicular Networking Conference</i>. <a href="https://doi.org/10.1109/vnc.2013.6737601">https://doi.org/10.1109/vnc.2013.6737601</a>'
  bibtex: '@inproceedings{Bloessl_Segata_Sommer_Dressler_2014, title={Towards an Open
    Source IEEE 802.11p stack: A full SDR-based transceiver in GNU Radio}, DOI={<a
    href="https://doi.org/10.1109/vnc.2013.6737601">10.1109/vnc.2013.6737601</a>},
    booktitle={2013 IEEE Vehicular Networking Conference}, author={Bloessl, Bastian
    and Segata, Michele and Sommer, Christoph and Dressler, Falko}, year={2014} }'
  chicago: 'Bloessl, Bastian, Michele Segata, Christoph Sommer, and Falko Dressler.
    “Towards an Open Source IEEE 802.11p Stack: A Full SDR-Based Transceiver in GNU
    Radio.” In <i>2013 IEEE Vehicular Networking Conference</i>, 2014. <a href="https://doi.org/10.1109/vnc.2013.6737601">https://doi.org/10.1109/vnc.2013.6737601</a>.'
  ieee: 'B. Bloessl, M. Segata, C. Sommer, and F. Dressler, “Towards an Open Source
    IEEE 802.11p stack: A full SDR-based transceiver in GNU Radio,” in <i>2013 IEEE
    Vehicular Networking Conference</i>, 2014.'
  mla: 'Bloessl, Bastian, et al. “Towards an Open Source IEEE 802.11p Stack: A Full
    SDR-Based Transceiver in GNU Radio.” <i>2013 IEEE Vehicular Networking Conference</i>,
    2014, doi:<a href="https://doi.org/10.1109/vnc.2013.6737601">10.1109/vnc.2013.6737601</a>.'
  short: 'B. Bloessl, M. Segata, C. Sommer, F. Dressler, in: 2013 IEEE Vehicular Networking
    Conference, 2014.'
date_created: 2019-07-18T09:51:30Z
date_updated: 2022-01-06T06:51:14Z
department:
- _id: '589'
doi: 10.1109/vnc.2013.6737601
language:
- iso: eng
publication: 2013 IEEE Vehicular Networking Conference
publication_identifier:
  isbn:
  - '9781479926879'
publication_status: published
status: public
title: 'Towards an Open Source IEEE 802.11p stack: A full SDR-based transceiver in
  GNU Radio'
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '11979'
author:
- first_name: Bastian
  full_name: Bloessl, Bastian
  last_name: Bloessl
- first_name: Andre
  full_name: Puschmann, Andre
  last_name: Puschmann
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Bloessl B, Puschmann A, Sommer C, Dressler F. Timings matter. In: <i>Proceedings
    of the 9th ACM International Workshop on Wireless Network Testbeds, Experimental
    Evaluation and Characterization - WiNTECH ’14</i>. ; 2014. doi:<a href="https://doi.org/10.1145/2643230.2643240">10.1145/2643230.2643240</a>'
  apa: Bloessl, B., Puschmann, A., Sommer, C., &#38; Dressler, F. (2014). Timings
    matter. In <i>Proceedings of the 9th ACM international workshop on Wireless network
    testbeds, experimental evaluation and characterization - WiNTECH ’14</i>. <a href="https://doi.org/10.1145/2643230.2643240">https://doi.org/10.1145/2643230.2643240</a>
  bibtex: '@inproceedings{Bloessl_Puschmann_Sommer_Dressler_2014, title={Timings matter},
    DOI={<a href="https://doi.org/10.1145/2643230.2643240">10.1145/2643230.2643240</a>},
    booktitle={Proceedings of the 9th ACM international workshop on Wireless network
    testbeds, experimental evaluation and characterization - WiNTECH ’14}, author={Bloessl,
    Bastian and Puschmann, Andre and Sommer, Christoph and Dressler, Falko}, year={2014}
    }'
  chicago: Bloessl, Bastian, Andre Puschmann, Christoph Sommer, and Falko Dressler.
    “Timings Matter.” In <i>Proceedings of the 9th ACM International Workshop on Wireless
    Network Testbeds, Experimental Evaluation and Characterization - WiNTECH ’14</i>,
    2014. <a href="https://doi.org/10.1145/2643230.2643240">https://doi.org/10.1145/2643230.2643240</a>.
  ieee: B. Bloessl, A. Puschmann, C. Sommer, and F. Dressler, “Timings matter,” in
    <i>Proceedings of the 9th ACM international workshop on Wireless network testbeds,
    experimental evaluation and characterization - WiNTECH ’14</i>, 2014.
  mla: Bloessl, Bastian, et al. “Timings Matter.” <i>Proceedings of the 9th ACM International
    Workshop on Wireless Network Testbeds, Experimental Evaluation and Characterization
    - WiNTECH ’14</i>, 2014, doi:<a href="https://doi.org/10.1145/2643230.2643240">10.1145/2643230.2643240</a>.
  short: 'B. Bloessl, A. Puschmann, C. Sommer, F. Dressler, in: Proceedings of the
    9th ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation
    and Characterization - WiNTECH ’14, 2014.'
date_created: 2019-07-18T09:51:32Z
date_updated: 2022-01-06T06:51:14Z
department:
- _id: '589'
doi: 10.1145/2643230.2643240
language:
- iso: eng
publication: Proceedings of the 9th ACM international workshop on Wireless network
  testbeds, experimental evaluation and characterization - WiNTECH '14
publication_identifier:
  isbn:
  - '9781450330725'
publication_status: published
status: public
title: Timings matter
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '11994'
author:
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
- first_name: Philipp
  full_name: Handle, Philipp
  last_name: Handle
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
citation:
  ama: 'Dressler F, Handle P, Sommer C. Towards a vehicular cloud - using parked vehicles
    as a temporary network and storage infrastructure. In: <i>Proceedings of the 2014
    ACM International Workshop on Wireless and Mobile Technologies for Smart Cities
    - WiMobCity ’14</i>. ; 2014. doi:<a href="https://doi.org/10.1145/2633661.2633671">10.1145/2633661.2633671</a>'
  apa: Dressler, F., Handle, P., &#38; Sommer, C. (2014). Towards a vehicular cloud
    - using parked vehicles as a temporary network and storage infrastructure. In
    <i>Proceedings of the 2014 ACM international workshop on Wireless and mobile technologies
    for smart cities - WiMobCity ’14</i>. <a href="https://doi.org/10.1145/2633661.2633671">https://doi.org/10.1145/2633661.2633671</a>
  bibtex: '@inproceedings{Dressler_Handle_Sommer_2014, title={Towards a vehicular
    cloud - using parked vehicles as a temporary network and storage infrastructure},
    DOI={<a href="https://doi.org/10.1145/2633661.2633671">10.1145/2633661.2633671</a>},
    booktitle={Proceedings of the 2014 ACM international workshop on Wireless and
    mobile technologies for smart cities - WiMobCity ’14}, author={Dressler, Falko
    and Handle, Philipp and Sommer, Christoph}, year={2014} }'
  chicago: Dressler, Falko, Philipp Handle, and Christoph Sommer. “Towards a Vehicular
    Cloud - Using Parked Vehicles as a Temporary Network and Storage Infrastructure.”
    In <i>Proceedings of the 2014 ACM International Workshop on Wireless and Mobile
    Technologies for Smart Cities - WiMobCity ’14</i>, 2014. <a href="https://doi.org/10.1145/2633661.2633671">https://doi.org/10.1145/2633661.2633671</a>.
  ieee: F. Dressler, P. Handle, and C. Sommer, “Towards a vehicular cloud - using
    parked vehicles as a temporary network and storage infrastructure,” in <i>Proceedings
    of the 2014 ACM international workshop on Wireless and mobile technologies for
    smart cities - WiMobCity ’14</i>, 2014.
  mla: Dressler, Falko, et al. “Towards a Vehicular Cloud - Using Parked Vehicles
    as a Temporary Network and Storage Infrastructure.” <i>Proceedings of the 2014
    ACM International Workshop on Wireless and Mobile Technologies for Smart Cities
    - WiMobCity ’14</i>, 2014, doi:<a href="https://doi.org/10.1145/2633661.2633671">10.1145/2633661.2633671</a>.
  short: 'F. Dressler, P. Handle, C. Sommer, in: Proceedings of the 2014 ACM International
    Workshop on Wireless and Mobile Technologies for Smart Cities - WiMobCity ’14,
    2014.'
date_created: 2019-07-18T09:52:13Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1145/2633661.2633671
language:
- iso: eng
publication: Proceedings of the 2014 ACM international workshop on Wireless and mobile
  technologies for smart cities - WiMobCity '14
publication_identifier:
  isbn:
  - '9781450330367'
publication_status: published
status: public
title: Towards a vehicular cloud - using parked vehicles as a temporary network and
  storage infrastructure
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '11996'
author:
- first_name: Juergen
  full_name: Eckert, Juergen
  last_name: Eckert
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: David
  full_name: Eckhoff, David
  last_name: Eckhoff
citation:
  ama: 'Eckert J, Sommer C, Eckhoff D. Towards a simulation framework for paraglider
    networks. In: <i>Proceedings of the 11th ACM Symposium on Performance Evaluation
    of Wireless Ad Hoc, Sensor, &#38; Ubiquitous Networks - PE-WASUN ’14</i>. ; 2014.
    doi:<a href="https://doi.org/10.1145/2653481.2655754">10.1145/2653481.2655754</a>'
  apa: Eckert, J., Sommer, C., &#38; Eckhoff, D. (2014). Towards a simulation framework
    for paraglider networks. In <i>Proceedings of the 11th ACM symposium on Performance
    evaluation of wireless ad hoc, sensor, &#38; ubiquitous networks - PE-WASUN ’14</i>.
    <a href="https://doi.org/10.1145/2653481.2655754">https://doi.org/10.1145/2653481.2655754</a>
  bibtex: '@inproceedings{Eckert_Sommer_Eckhoff_2014, title={Towards a simulation
    framework for paraglider networks}, DOI={<a href="https://doi.org/10.1145/2653481.2655754">10.1145/2653481.2655754</a>},
    booktitle={Proceedings of the 11th ACM symposium on Performance evaluation of
    wireless ad hoc, sensor, &#38; ubiquitous networks - PE-WASUN ’14}, author={Eckert,
    Juergen and Sommer, Christoph and Eckhoff, David}, year={2014} }'
  chicago: Eckert, Juergen, Christoph Sommer, and David Eckhoff. “Towards a Simulation
    Framework for Paraglider Networks.” In <i>Proceedings of the 11th ACM Symposium
    on Performance Evaluation of Wireless Ad Hoc, Sensor, &#38; Ubiquitous Networks
    - PE-WASUN ’14</i>, 2014. <a href="https://doi.org/10.1145/2653481.2655754">https://doi.org/10.1145/2653481.2655754</a>.
  ieee: J. Eckert, C. Sommer, and D. Eckhoff, “Towards a simulation framework for
    paraglider networks,” in <i>Proceedings of the 11th ACM symposium on Performance
    evaluation of wireless ad hoc, sensor, &#38; ubiquitous networks - PE-WASUN ’14</i>,
    2014.
  mla: Eckert, Juergen, et al. “Towards a Simulation Framework for Paraglider Networks.”
    <i>Proceedings of the 11th ACM Symposium on Performance Evaluation of Wireless
    Ad Hoc, Sensor, &#38; Ubiquitous Networks - PE-WASUN ’14</i>, 2014, doi:<a href="https://doi.org/10.1145/2653481.2655754">10.1145/2653481.2655754</a>.
  short: 'J. Eckert, C. Sommer, D. Eckhoff, in: Proceedings of the 11th ACM Symposium
    on Performance Evaluation of Wireless Ad Hoc, Sensor, &#38; Ubiquitous Networks
    - PE-WASUN ’14, 2014.'
date_created: 2019-07-18T09:52:18Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1145/2653481.2655754
language:
- iso: eng
publication: Proceedings of the 11th ACM symposium on Performance evaluation of wireless
  ad hoc, sensor, & ubiquitous networks - PE-WASUN '14
publication_identifier:
  isbn:
  - '9781450330251'
publication_status: published
status: public
title: Towards a simulation framework for paraglider networks
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '12002'
author:
- first_name: David
  full_name: Eckhoff, David
  last_name: Eckhoff
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
citation:
  ama: 'Eckhoff D, Dressler F, Sommer C. SmartRevoc: An efficient and privacy preserving
    revocation system using parked vehicles. In: <i>38th Annual IEEE Conference on
    Local Computer Networks</i>. ; 2014. doi:<a href="https://doi.org/10.1109/lcn.2013.6761338">10.1109/lcn.2013.6761338</a>'
  apa: 'Eckhoff, D., Dressler, F., &#38; Sommer, C. (2014). SmartRevoc: An efficient
    and privacy preserving revocation system using parked vehicles. In <i>38th Annual
    IEEE Conference on Local Computer Networks</i>. <a href="https://doi.org/10.1109/lcn.2013.6761338">https://doi.org/10.1109/lcn.2013.6761338</a>'
  bibtex: '@inproceedings{Eckhoff_Dressler_Sommer_2014, title={SmartRevoc: An efficient
    and privacy preserving revocation system using parked vehicles}, DOI={<a href="https://doi.org/10.1109/lcn.2013.6761338">10.1109/lcn.2013.6761338</a>},
    booktitle={38th Annual IEEE Conference on Local Computer Networks}, author={Eckhoff,
    David and Dressler, Falko and Sommer, Christoph}, year={2014} }'
  chicago: 'Eckhoff, David, Falko Dressler, and Christoph Sommer. “SmartRevoc: An
    Efficient and Privacy Preserving Revocation System Using Parked Vehicles.” In
    <i>38th Annual IEEE Conference on Local Computer Networks</i>, 2014. <a href="https://doi.org/10.1109/lcn.2013.6761338">https://doi.org/10.1109/lcn.2013.6761338</a>.'
  ieee: 'D. Eckhoff, F. Dressler, and C. Sommer, “SmartRevoc: An efficient and privacy
    preserving revocation system using parked vehicles,” in <i>38th Annual IEEE Conference
    on Local Computer Networks</i>, 2014.'
  mla: 'Eckhoff, David, et al. “SmartRevoc: An Efficient and Privacy Preserving Revocation
    System Using Parked Vehicles.” <i>38th Annual IEEE Conference on Local Computer
    Networks</i>, 2014, doi:<a href="https://doi.org/10.1109/lcn.2013.6761338">10.1109/lcn.2013.6761338</a>.'
  short: 'D. Eckhoff, F. Dressler, C. Sommer, in: 38th Annual IEEE Conference on Local
    Computer Networks, 2014.'
date_created: 2019-07-18T09:52:41Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/lcn.2013.6761338
language:
- iso: eng
publication: 38th Annual IEEE Conference on Local Computer Networks
publication_identifier:
  isbn:
  - '9781479905379'
  - '9781479905362'
publication_status: published
status: public
title: 'SmartRevoc: An efficient and privacy preserving revocation system using parked
  vehicles'
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '12003'
author:
- first_name: David
  full_name: Eckhoff, David
  last_name: Eckhoff
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
citation:
  ama: Eckhoff D, Sommer C. Driving for Big Data? Privacy Concerns in Vehicular Networking.
    <i>IEEE Security &#38; Privacy</i>. 2014:77-79. doi:<a href="https://doi.org/10.1109/msp.2014.2">10.1109/msp.2014.2</a>
  apa: Eckhoff, D., &#38; Sommer, C. (2014). Driving for Big Data? Privacy Concerns
    in Vehicular Networking. <i>IEEE Security &#38; Privacy</i>, 77–79. <a href="https://doi.org/10.1109/msp.2014.2">https://doi.org/10.1109/msp.2014.2</a>
  bibtex: '@article{Eckhoff_Sommer_2014, title={Driving for Big Data? Privacy Concerns
    in Vehicular Networking}, DOI={<a href="https://doi.org/10.1109/msp.2014.2">10.1109/msp.2014.2</a>},
    journal={IEEE Security &#38; Privacy}, author={Eckhoff, David and Sommer, Christoph},
    year={2014}, pages={77–79} }'
  chicago: Eckhoff, David, and Christoph Sommer. “Driving for Big Data? Privacy Concerns
    in Vehicular Networking.” <i>IEEE Security &#38; Privacy</i>, 2014, 77–79. <a
    href="https://doi.org/10.1109/msp.2014.2">https://doi.org/10.1109/msp.2014.2</a>.
  ieee: D. Eckhoff and C. Sommer, “Driving for Big Data? Privacy Concerns in Vehicular
    Networking,” <i>IEEE Security &#38; Privacy</i>, pp. 77–79, 2014.
  mla: Eckhoff, David, and Christoph Sommer. “Driving for Big Data? Privacy Concerns
    in Vehicular Networking.” <i>IEEE Security &#38; Privacy</i>, 2014, pp. 77–79,
    doi:<a href="https://doi.org/10.1109/msp.2014.2">10.1109/msp.2014.2</a>.
  short: D. Eckhoff, C. Sommer, IEEE Security &#38; Privacy (2014) 77–79.
date_created: 2019-07-18T09:52:43Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/msp.2014.2
language:
- iso: eng
page: 77-79
publication: IEEE Security & Privacy
publication_identifier:
  issn:
  - 1540-7993
publication_status: published
status: public
title: Driving for Big Data? Privacy Concerns in Vehicular Networking
type: journal_article
user_id: '49154'
year: '2014'
...
---
_id: '12008'
author:
- first_name: Felix
  full_name: Erlacher, Felix
  last_name: Erlacher
- first_name: Florian
  full_name: Klingler, Florian
  last_name: Klingler
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Erlacher F, Klingler F, Sommer C, Dressler F. On the impact of street width
    on 5.9 GHz radio signal propagation in vehicular networks. In: <i>2014 11th Annual
    Conference on Wireless On-Demand Network Systems and Services (WONS)</i>. ; 2014.
    doi:<a href="https://doi.org/10.1109/wons.2014.6814735">10.1109/wons.2014.6814735</a>'
  apa: Erlacher, F., Klingler, F., Sommer, C., &#38; Dressler, F. (2014). On the impact
    of street width on 5.9 GHz radio signal propagation in vehicular networks. In
    <i>2014 11th Annual Conference on Wireless On-demand Network Systems and Services
    (WONS)</i>. <a href="https://doi.org/10.1109/wons.2014.6814735">https://doi.org/10.1109/wons.2014.6814735</a>
  bibtex: '@inproceedings{Erlacher_Klingler_Sommer_Dressler_2014, title={On the impact
    of street width on 5.9 GHz radio signal propagation in vehicular networks}, DOI={<a
    href="https://doi.org/10.1109/wons.2014.6814735">10.1109/wons.2014.6814735</a>},
    booktitle={2014 11th Annual Conference on Wireless On-demand Network Systems and
    Services (WONS)}, author={Erlacher, Felix and Klingler, Florian and Sommer, Christoph
    and Dressler, Falko}, year={2014} }'
  chicago: Erlacher, Felix, Florian Klingler, Christoph Sommer, and Falko Dressler.
    “On the Impact of Street Width on 5.9 GHz Radio Signal Propagation in Vehicular
    Networks.” In <i>2014 11th Annual Conference on Wireless On-Demand Network Systems
    and Services (WONS)</i>, 2014. <a href="https://doi.org/10.1109/wons.2014.6814735">https://doi.org/10.1109/wons.2014.6814735</a>.
  ieee: F. Erlacher, F. Klingler, C. Sommer, and F. Dressler, “On the impact of street
    width on 5.9 GHz radio signal propagation in vehicular networks,” in <i>2014 11th
    Annual Conference on Wireless On-demand Network Systems and Services (WONS)</i>,
    2014.
  mla: Erlacher, Felix, et al. “On the Impact of Street Width on 5.9 GHz Radio Signal
    Propagation in Vehicular Networks.” <i>2014 11th Annual Conference on Wireless
    On-Demand Network Systems and Services (WONS)</i>, 2014, doi:<a href="https://doi.org/10.1109/wons.2014.6814735">10.1109/wons.2014.6814735</a>.
  short: 'F. Erlacher, F. Klingler, C. Sommer, F. Dressler, in: 2014 11th Annual Conference
    on Wireless On-Demand Network Systems and Services (WONS), 2014.'
date_created: 2019-07-18T09:52:58Z
date_updated: 2022-01-06T06:51:15Z
department:
- _id: '589'
doi: 10.1109/wons.2014.6814735
language:
- iso: eng
publication: 2014 11th Annual Conference on Wireless On-demand Network Systems and
  Services (WONS)
publication_identifier:
  isbn:
  - '9781479949373'
publication_status: published
status: public
title: On the impact of street width on 5.9 GHz radio signal propagation in vehicular
  networks
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '12038'
author:
- first_name: Francesco
  full_name: Malandrino, Francesco
  last_name: Malandrino
- first_name: Claudio
  full_name: Casetti, Claudio
  last_name: Casetti
- first_name: Carla-Fabiana
  full_name: Chiasserini, Carla-Fabiana
  last_name: Chiasserini
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: Malandrino F, Casetti C, Chiasserini C-F, Sommer C, Dressler F. The Role of
    Parked Cars in Content Downloading for Vehicular Networks. <i>IEEE Transactions
    on Vehicular Technology</i>. 2014:4606-4617. doi:<a href="https://doi.org/10.1109/tvt.2014.2316645">10.1109/tvt.2014.2316645</a>
  apa: Malandrino, F., Casetti, C., Chiasserini, C.-F., Sommer, C., &#38; Dressler,
    F. (2014). The Role of Parked Cars in Content Downloading for Vehicular Networks.
    <i>IEEE Transactions on Vehicular Technology</i>, 4606–4617. <a href="https://doi.org/10.1109/tvt.2014.2316645">https://doi.org/10.1109/tvt.2014.2316645</a>
  bibtex: '@article{Malandrino_Casetti_Chiasserini_Sommer_Dressler_2014, title={The
    Role of Parked Cars in Content Downloading for Vehicular Networks}, DOI={<a href="https://doi.org/10.1109/tvt.2014.2316645">10.1109/tvt.2014.2316645</a>},
    journal={IEEE Transactions on Vehicular Technology}, author={Malandrino, Francesco
    and Casetti, Claudio and Chiasserini, Carla-Fabiana and Sommer, Christoph and
    Dressler, Falko}, year={2014}, pages={4606–4617} }'
  chicago: Malandrino, Francesco, Claudio Casetti, Carla-Fabiana Chiasserini, Christoph
    Sommer, and Falko Dressler. “The Role of Parked Cars in Content Downloading for
    Vehicular Networks.” <i>IEEE Transactions on Vehicular Technology</i>, 2014, 4606–17.
    <a href="https://doi.org/10.1109/tvt.2014.2316645">https://doi.org/10.1109/tvt.2014.2316645</a>.
  ieee: F. Malandrino, C. Casetti, C.-F. Chiasserini, C. Sommer, and F. Dressler,
    “The Role of Parked Cars in Content Downloading for Vehicular Networks,” <i>IEEE
    Transactions on Vehicular Technology</i>, pp. 4606–4617, 2014.
  mla: Malandrino, Francesco, et al. “The Role of Parked Cars in Content Downloading
    for Vehicular Networks.” <i>IEEE Transactions on Vehicular Technology</i>, 2014,
    pp. 4606–17, doi:<a href="https://doi.org/10.1109/tvt.2014.2316645">10.1109/tvt.2014.2316645</a>.
  short: F. Malandrino, C. Casetti, C.-F. Chiasserini, C. Sommer, F. Dressler, IEEE
    Transactions on Vehicular Technology (2014) 4606–4617.
date_created: 2019-07-18T09:54:24Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/tvt.2014.2316645
language:
- iso: eng
page: 4606-4617
publication: IEEE Transactions on Vehicular Technology
publication_identifier:
  issn:
  - 0018-9545
  - 1939-9359
publication_status: published
status: public
title: The Role of Parked Cars in Content Downloading for Vehicular Networks
type: journal_article
user_id: '49154'
year: '2014'
...
---
_id: '12046'
author:
- first_name: Michele
  full_name: Segata, Michele
  last_name: Segata
- first_name: Bastian
  full_name: Bloessl, Bastian
  last_name: Bloessl
- first_name: Stefan
  full_name: Joerer, Stefan
  last_name: Joerer
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Renato
  full_name: Lo Cigno, Renato
  last_name: Lo Cigno
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Segata M, Bloessl B, Joerer S, Sommer C, Lo Cigno R, Dressler F. Short paper:
    Vehicle shadowing distribution depends on vehicle type: Results of an experimental
    study. In: <i>2013 IEEE Vehicular Networking Conference</i>. ; 2014. doi:<a href="https://doi.org/10.1109/vnc.2013.6737623">10.1109/vnc.2013.6737623</a>'
  apa: 'Segata, M., Bloessl, B., Joerer, S., Sommer, C., Lo Cigno, R., &#38; Dressler,
    F. (2014). Short paper: Vehicle shadowing distribution depends on vehicle type:
    Results of an experimental study. In <i>2013 IEEE Vehicular Networking Conference</i>.
    <a href="https://doi.org/10.1109/vnc.2013.6737623">https://doi.org/10.1109/vnc.2013.6737623</a>'
  bibtex: '@inproceedings{Segata_Bloessl_Joerer_Sommer_Lo Cigno_Dressler_2014, title={Short
    paper: Vehicle shadowing distribution depends on vehicle type: Results of an experimental
    study}, DOI={<a href="https://doi.org/10.1109/vnc.2013.6737623">10.1109/vnc.2013.6737623</a>},
    booktitle={2013 IEEE Vehicular Networking Conference}, author={Segata, Michele
    and Bloessl, Bastian and Joerer, Stefan and Sommer, Christoph and Lo Cigno, Renato
    and Dressler, Falko}, year={2014} }'
  chicago: 'Segata, Michele, Bastian Bloessl, Stefan Joerer, Christoph Sommer, Renato
    Lo Cigno, and Falko Dressler. “Short Paper: Vehicle Shadowing Distribution Depends
    on Vehicle Type: Results of an Experimental Study.” In <i>2013 IEEE Vehicular
    Networking Conference</i>, 2014. <a href="https://doi.org/10.1109/vnc.2013.6737623">https://doi.org/10.1109/vnc.2013.6737623</a>.'
  ieee: 'M. Segata, B. Bloessl, S. Joerer, C. Sommer, R. Lo Cigno, and F. Dressler,
    “Short paper: Vehicle shadowing distribution depends on vehicle type: Results
    of an experimental study,” in <i>2013 IEEE Vehicular Networking Conference</i>,
    2014.'
  mla: 'Segata, Michele, et al. “Short Paper: Vehicle Shadowing Distribution Depends
    on Vehicle Type: Results of an Experimental Study.” <i>2013 IEEE Vehicular Networking
    Conference</i>, 2014, doi:<a href="https://doi.org/10.1109/vnc.2013.6737623">10.1109/vnc.2013.6737623</a>.'
  short: 'M. Segata, B. Bloessl, S. Joerer, C. Sommer, R. Lo Cigno, F. Dressler, in:
    2013 IEEE Vehicular Networking Conference, 2014.'
date_created: 2019-07-18T09:54:45Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/vnc.2013.6737623
language:
- iso: eng
publication: 2013 IEEE Vehicular Networking Conference
publication_identifier:
  isbn:
  - '9781479926879'
publication_status: published
status: public
title: 'Short paper: Vehicle shadowing distribution depends on vehicle type: Results
  of an experimental study'
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '12049'
author:
- first_name: Michele
  full_name: Segata, Michele
  last_name: Segata
- first_name: Bastian
  full_name: Bloessl, Bastian
  last_name: Bloessl
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Segata M, Bloessl B, Sommer C, Dressler F. Towards energy efficient smart
    phone applications: Energy models for offloading tasks into the cloud. In: <i>2014
    IEEE International Conference on Communications (ICC)</i>. ; 2014. doi:<a href="https://doi.org/10.1109/icc.2014.6883681">10.1109/icc.2014.6883681</a>'
  apa: 'Segata, M., Bloessl, B., Sommer, C., &#38; Dressler, F. (2014). Towards energy
    efficient smart phone applications: Energy models for offloading tasks into the
    cloud. In <i>2014 IEEE International Conference on Communications (ICC)</i>. <a
    href="https://doi.org/10.1109/icc.2014.6883681">https://doi.org/10.1109/icc.2014.6883681</a>'
  bibtex: '@inproceedings{Segata_Bloessl_Sommer_Dressler_2014, title={Towards energy
    efficient smart phone applications: Energy models for offloading tasks into the
    cloud}, DOI={<a href="https://doi.org/10.1109/icc.2014.6883681">10.1109/icc.2014.6883681</a>},
    booktitle={2014 IEEE International Conference on Communications (ICC)}, author={Segata,
    Michele and Bloessl, Bastian and Sommer, Christoph and Dressler, Falko}, year={2014}
    }'
  chicago: 'Segata, Michele, Bastian Bloessl, Christoph Sommer, and Falko Dressler.
    “Towards Energy Efficient Smart Phone Applications: Energy Models for Offloading
    Tasks into the Cloud.” In <i>2014 IEEE International Conference on Communications
    (ICC)</i>, 2014. <a href="https://doi.org/10.1109/icc.2014.6883681">https://doi.org/10.1109/icc.2014.6883681</a>.'
  ieee: 'M. Segata, B. Bloessl, C. Sommer, and F. Dressler, “Towards energy efficient
    smart phone applications: Energy models for offloading tasks into the cloud,”
    in <i>2014 IEEE International Conference on Communications (ICC)</i>, 2014.'
  mla: 'Segata, Michele, et al. “Towards Energy Efficient Smart Phone Applications:
    Energy Models for Offloading Tasks into the Cloud.” <i>2014 IEEE International
    Conference on Communications (ICC)</i>, 2014, doi:<a href="https://doi.org/10.1109/icc.2014.6883681">10.1109/icc.2014.6883681</a>.'
  short: 'M. Segata, B. Bloessl, C. Sommer, F. Dressler, in: 2014 IEEE International
    Conference on Communications (ICC), 2014.'
date_created: 2019-07-18T09:54:53Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/icc.2014.6883681
language:
- iso: eng
publication: 2014 IEEE International Conference on Communications (ICC)
publication_identifier:
  isbn:
  - '9781479920037'
publication_status: published
status: public
title: 'Towards energy efficient smart phone applications: Energy models for offloading
  tasks into the cloud'
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '12067'
author:
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
- first_name: Florian
  full_name: Hagenauer, Florian
  last_name: Hagenauer
- first_name: Falko
  full_name: Dressler, Falko
  last_name: Dressler
citation:
  ama: 'Sommer C, Hagenauer F, Dressler F. A networking perspective on self-organizing
    intersection management. In: <i>2014 IEEE World Forum on Internet of Things (WF-IoT)</i>.
    ; 2014. doi:<a href="https://doi.org/10.1109/wf-iot.2014.6803164">10.1109/wf-iot.2014.6803164</a>'
  apa: Sommer, C., Hagenauer, F., &#38; Dressler, F. (2014). A networking perspective
    on self-organizing intersection management. In <i>2014 IEEE World Forum on Internet
    of Things (WF-IoT)</i>. <a href="https://doi.org/10.1109/wf-iot.2014.6803164">https://doi.org/10.1109/wf-iot.2014.6803164</a>
  bibtex: '@inproceedings{Sommer_Hagenauer_Dressler_2014, title={A networking perspective
    on self-organizing intersection management}, DOI={<a href="https://doi.org/10.1109/wf-iot.2014.6803164">10.1109/wf-iot.2014.6803164</a>},
    booktitle={2014 IEEE World Forum on Internet of Things (WF-IoT)}, author={Sommer,
    Christoph and Hagenauer, Florian and Dressler, Falko}, year={2014} }'
  chicago: Sommer, Christoph, Florian Hagenauer, and Falko Dressler. “A Networking
    Perspective on Self-Organizing Intersection Management.” In <i>2014 IEEE World
    Forum on Internet of Things (WF-IoT)</i>, 2014. <a href="https://doi.org/10.1109/wf-iot.2014.6803164">https://doi.org/10.1109/wf-iot.2014.6803164</a>.
  ieee: C. Sommer, F. Hagenauer, and F. Dressler, “A networking perspective on self-organizing
    intersection management,” in <i>2014 IEEE World Forum on Internet of Things (WF-IoT)</i>,
    2014.
  mla: Sommer, Christoph, et al. “A Networking Perspective on Self-Organizing Intersection
    Management.” <i>2014 IEEE World Forum on Internet of Things (WF-IoT)</i>, 2014,
    doi:<a href="https://doi.org/10.1109/wf-iot.2014.6803164">10.1109/wf-iot.2014.6803164</a>.
  short: 'C. Sommer, F. Hagenauer, F. Dressler, in: 2014 IEEE World Forum on Internet
    of Things (WF-IoT), 2014.'
date_created: 2019-07-18T09:55:39Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/wf-iot.2014.6803164
language:
- iso: eng
publication: 2014 IEEE World Forum on Internet of Things (WF-IoT)
publication_identifier:
  isbn:
  - '9781479934591'
publication_status: published
status: public
title: A networking perspective on self-organizing intersection management
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '12073'
author:
- first_name: Lung-Chih
  full_name: Tung, Lung-Chih
  last_name: Tung
- first_name: Jorge
  full_name: Mena, Jorge
  last_name: Mena
- first_name: Mario
  full_name: Gerla, Mario
  last_name: Gerla
- first_name: Christoph
  full_name: Sommer, Christoph
  id: '49154'
  last_name: Sommer
  orcid: 0000-0002-4336-7350
citation:
  ama: 'Tung L-C, Mena J, Gerla M, Sommer C. A cluster based architecture for intersection
    collision avoidance using heterogeneous networks. In: <i>2013 12th Annual Mediterranean
    Ad Hoc Networking Workshop (MED-HOC-NET)</i>. ; 2014. doi:<a href="https://doi.org/10.1109/medhocnet.2013.6767414">10.1109/medhocnet.2013.6767414</a>'
  apa: Tung, L.-C., Mena, J., Gerla, M., &#38; Sommer, C. (2014). A cluster based
    architecture for intersection collision avoidance using heterogeneous networks.
    In <i>2013 12th Annual Mediterranean Ad Hoc Networking Workshop (MED-HOC-NET)</i>.
    <a href="https://doi.org/10.1109/medhocnet.2013.6767414">https://doi.org/10.1109/medhocnet.2013.6767414</a>
  bibtex: '@inproceedings{Tung_Mena_Gerla_Sommer_2014, title={A cluster based architecture
    for intersection collision avoidance using heterogeneous networks}, DOI={<a href="https://doi.org/10.1109/medhocnet.2013.6767414">10.1109/medhocnet.2013.6767414</a>},
    booktitle={2013 12th Annual Mediterranean Ad Hoc Networking Workshop (MED-HOC-NET)},
    author={Tung, Lung-Chih and Mena, Jorge and Gerla, Mario and Sommer, Christoph},
    year={2014} }'
  chicago: Tung, Lung-Chih, Jorge Mena, Mario Gerla, and Christoph Sommer. “A Cluster
    Based Architecture for Intersection Collision Avoidance Using Heterogeneous Networks.”
    In <i>2013 12th Annual Mediterranean Ad Hoc Networking Workshop (MED-HOC-NET)</i>,
    2014. <a href="https://doi.org/10.1109/medhocnet.2013.6767414">https://doi.org/10.1109/medhocnet.2013.6767414</a>.
  ieee: L.-C. Tung, J. Mena, M. Gerla, and C. Sommer, “A cluster based architecture
    for intersection collision avoidance using heterogeneous networks,” in <i>2013
    12th Annual Mediterranean Ad Hoc Networking Workshop (MED-HOC-NET)</i>, 2014.
  mla: Tung, Lung-Chih, et al. “A Cluster Based Architecture for Intersection Collision
    Avoidance Using Heterogeneous Networks.” <i>2013 12th Annual Mediterranean Ad
    Hoc Networking Workshop (MED-HOC-NET)</i>, 2014, doi:<a href="https://doi.org/10.1109/medhocnet.2013.6767414">10.1109/medhocnet.2013.6767414</a>.
  short: 'L.-C. Tung, J. Mena, M. Gerla, C. Sommer, in: 2013 12th Annual Mediterranean
    Ad Hoc Networking Workshop (MED-HOC-NET), 2014.'
date_created: 2019-07-18T09:55:55Z
date_updated: 2022-01-06T06:51:16Z
department:
- _id: '589'
doi: 10.1109/medhocnet.2013.6767414
language:
- iso: eng
publication: 2013 12th Annual Mediterranean Ad Hoc Networking Workshop (MED-HOC-NET)
publication_identifier:
  isbn:
  - '9781479910045'
publication_status: published
status: public
title: A cluster based architecture for intersection collision avoidance using heterogeneous
  networks
type: conference
user_id: '49154'
year: '2014'
...
---
_id: '12977'
author:
- first_name: Sybille
  full_name: Hellebrand, Sybille
  id: '209'
  last_name: Hellebrand
  orcid: 0000-0002-3717-3939
- first_name: Thomas
  full_name: Indlekofer, Thomas
  last_name: Indlekofer
- first_name: Matthias
  full_name: Kampmann, Matthias
  id: '10935'
  last_name: Kampmann
- first_name: Michael
  full_name: A. Kochte, Michael
  last_name: A. Kochte
- first_name: Chang
  full_name: Liu, Chang
  last_name: Liu
- first_name: Hans-Joachim
  full_name: Wunderlich, Hans-Joachim
  last_name: Wunderlich
citation:
  ama: 'Hellebrand S, Indlekofer T, Kampmann M, A. Kochte M, Liu C, Wunderlich H-J.
    FAST-BIST: Faster-than-at-Speed BIST Targeting Hidden Delay Defects. In: <i>IEEE
    International Test Conference (ITC’14)</i>. Seattle, Washington, USA: IEEE; 2014.
    doi:<a href="https://doi.org/10.1109/test.2014.7035360">10.1109/test.2014.7035360</a>'
  apa: 'Hellebrand, S., Indlekofer, T., Kampmann, M., A. Kochte, M., Liu, C., &#38;
    Wunderlich, H.-J. (2014). FAST-BIST: Faster-than-at-Speed BIST Targeting Hidden
    Delay Defects. In <i>IEEE International Test Conference (ITC’14)</i>. Seattle,
    Washington, USA: IEEE. <a href="https://doi.org/10.1109/test.2014.7035360">https://doi.org/10.1109/test.2014.7035360</a>'
  bibtex: '@inproceedings{Hellebrand_Indlekofer_Kampmann_A. Kochte_Liu_Wunderlich_2014,
    place={Seattle, Washington, USA}, title={FAST-BIST: Faster-than-at-Speed BIST
    Targeting Hidden Delay Defects}, DOI={<a href="https://doi.org/10.1109/test.2014.7035360">10.1109/test.2014.7035360</a>},
    booktitle={IEEE International Test Conference (ITC’14)}, publisher={IEEE}, author={Hellebrand,
    Sybille and Indlekofer, Thomas and Kampmann, Matthias and A. Kochte, Michael and
    Liu, Chang and Wunderlich, Hans-Joachim}, year={2014} }'
  chicago: 'Hellebrand, Sybille, Thomas Indlekofer, Matthias Kampmann, Michael A.
    Kochte, Chang Liu, and Hans-Joachim Wunderlich. “FAST-BIST: Faster-than-at-Speed
    BIST Targeting Hidden Delay Defects.” In <i>IEEE International Test Conference
    (ITC’14)</i>. Seattle, Washington, USA: IEEE, 2014. <a href="https://doi.org/10.1109/test.2014.7035360">https://doi.org/10.1109/test.2014.7035360</a>.'
  ieee: 'S. Hellebrand, T. Indlekofer, M. Kampmann, M. A. Kochte, C. Liu, and H.-J.
    Wunderlich, “FAST-BIST: Faster-than-at-Speed BIST Targeting Hidden Delay Defects,”
    in <i>IEEE International Test Conference (ITC’14)</i>, 2014.'
  mla: 'Hellebrand, Sybille, et al. “FAST-BIST: Faster-than-at-Speed BIST Targeting
    Hidden Delay Defects.” <i>IEEE International Test Conference (ITC’14)</i>, IEEE,
    2014, doi:<a href="https://doi.org/10.1109/test.2014.7035360">10.1109/test.2014.7035360</a>.'
  short: 'S. Hellebrand, T. Indlekofer, M. Kampmann, M. A. Kochte, C. Liu, H.-J. Wunderlich,
    in: IEEE International Test Conference (ITC’14), IEEE, Seattle, Washington, USA,
    2014.'
date_created: 2019-08-28T09:04:45Z
date_updated: 2022-01-06T06:51:27Z
department:
- _id: '48'
doi: 10.1109/test.2014.7035360
language:
- iso: eng
place: Seattle, Washington, USA
publication: IEEE International Test Conference (ITC'14)
publisher: IEEE
status: public
title: 'FAST-BIST: Faster-than-at-Speed BIST Targeting Hidden Delay Defects'
type: conference
user_id: '209'
year: '2014'
...
---
_id: '15660'
author:
- first_name: Teresa
  full_name: Busjahn, Teresa
  last_name: Busjahn
- first_name: Roman
  full_name: Bednarik, Roman
  last_name: Bednarik
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
citation:
  ama: 'Busjahn T, Bednarik R, Schulte C. What influences dwell time during source
    code reading?: analysis of element type and frequency as factors. In: <i>ETRA</i>.
    ACM; 2014:335-338.'
  apa: 'Busjahn, T., Bednarik, R., &#38; Schulte, C. (2014). What influences dwell
    time during source code reading?: analysis of element type and frequency as factors.
    In <i>ETRA</i> (pp. 335–338). ACM.'
  bibtex: '@inproceedings{Busjahn_Bednarik_Schulte_2014, title={What influences dwell
    time during source code reading?: analysis of element type and frequency as factors},
    booktitle={ETRA}, publisher={ACM}, author={Busjahn, Teresa and Bednarik, Roman
    and Schulte, Carsten}, year={2014}, pages={335–338} }'
  chicago: 'Busjahn, Teresa, Roman Bednarik, and Carsten Schulte. “What Influences
    Dwell Time during Source Code Reading?: Analysis of Element Type and Frequency
    as Factors.” In <i>ETRA</i>, 335–38. ACM, 2014.'
  ieee: 'T. Busjahn, R. Bednarik, and C. Schulte, “What influences dwell time during
    source code reading?: analysis of element type and frequency as factors,” in <i>ETRA</i>,
    2014, pp. 335–338.'
  mla: 'Busjahn, Teresa, et al. “What Influences Dwell Time during Source Code Reading?:
    Analysis of Element Type and Frequency as Factors.” <i>ETRA</i>, ACM, 2014, pp.
    335–38.'
  short: 'T. Busjahn, R. Bednarik, C. Schulte, in: ETRA, ACM, 2014, pp. 335–338.'
date_created: 2020-01-28T10:28:58Z
date_updated: 2022-01-06T06:52:31Z
department:
- _id: '67'
language:
- iso: eng
page: 335-338
publication: ETRA
publisher: ACM
status: public
title: 'What influences dwell time during source code reading?: analysis of element
  type and frequency as factors'
type: conference
user_id: '21145'
year: '2014'
...
---
_id: '15661'
author:
- first_name: Teresa
  full_name: Busjahn, Teresa
  last_name: Busjahn
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Bonita
  full_name: Sharif, Bonita
  last_name: Sharif
- first_name: Andrew
  full_name: Begel, Andrew
  last_name: Begel
- first_name: Michael
  full_name: Hansen, Michael
  last_name: Hansen
- first_name: Roman
  full_name: Bednarik, Roman
  last_name: Bednarik
- first_name: Paul
  full_name: Orlov, Paul
  last_name: Orlov
- first_name: Petri
  full_name: Ihantola, Petri
  last_name: Ihantola
- first_name: Galina
  full_name: Shchekotova, Galina
  last_name: Shchekotova
- first_name: Maria
  full_name: Antropova, Maria
  last_name: Antropova
citation:
  ama: 'Busjahn T, Schulte C, Sharif B, et al. Eye tracking in computing education.
    In: <i>ICER</i>. ACM; 2014:3-10.'
  apa: Busjahn, T., Schulte, C., Sharif, B., Begel, A., Hansen, M., Bednarik, R.,
    … Antropova, M. (2014). Eye tracking in computing education. In <i>ICER</i> (pp.
    3–10). ACM.
  bibtex: '@inproceedings{Busjahn_Schulte_Sharif_Begel_Hansen_Bednarik_Orlov_Ihantola_Shchekotova_Antropova_2014,
    title={Eye tracking in computing education}, booktitle={ICER}, publisher={ACM},
    author={Busjahn, Teresa and Schulte, Carsten and Sharif, Bonita and Begel, Andrew
    and Hansen, Michael and Bednarik, Roman and Orlov, Paul and Ihantola, Petri and
    Shchekotova, Galina and Antropova, Maria}, year={2014}, pages={3–10} }'
  chicago: Busjahn, Teresa, Carsten Schulte, Bonita Sharif, Andrew Begel, Michael
    Hansen, Roman Bednarik, Paul Orlov, Petri Ihantola, Galina Shchekotova, and Maria
    Antropova. “Eye Tracking in Computing Education.” In <i>ICER</i>, 3–10. ACM, 2014.
  ieee: T. Busjahn <i>et al.</i>, “Eye tracking in computing education,” in <i>ICER</i>,
    2014, pp. 3–10.
  mla: Busjahn, Teresa, et al. “Eye Tracking in Computing Education.” <i>ICER</i>,
    ACM, 2014, pp. 3–10.
  short: 'T. Busjahn, C. Schulte, B. Sharif, A. Begel, M. Hansen, R. Bednarik, P.
    Orlov, P. Ihantola, G. Shchekotova, M. Antropova, in: ICER, ACM, 2014, pp. 3–10.'
date_created: 2020-01-28T10:28:59Z
date_updated: 2022-01-06T06:52:31Z
department:
- _id: '67'
language:
- iso: eng
page: 3-10
publication: ICER
publisher: ACM
status: public
title: Eye tracking in computing education
type: conference
user_id: '21145'
year: '2014'
...
---
_id: '15662'
author:
- first_name: Teresa
  full_name: Busjahn, Teresa
  last_name: Busjahn
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Edna
  full_name: Kropp, Edna
  last_name: Kropp
citation:
  ama: 'Busjahn T, Schulte C, Kropp E. Developing Coding Schemes for Program Comprehension
    using Eye Movements. In: <i>PPIG</i>. Psychology of Programming Interest Group;
    2014:15.'
  apa: Busjahn, T., Schulte, C., &#38; Kropp, E. (2014). Developing Coding Schemes
    for Program Comprehension using Eye Movements. In <i>PPIG</i> (p. 15). Psychology
    of Programming Interest Group.
  bibtex: '@inproceedings{Busjahn_Schulte_Kropp_2014, title={Developing Coding Schemes
    for Program Comprehension using Eye Movements}, booktitle={PPIG}, publisher={Psychology
    of Programming Interest Group}, author={Busjahn, Teresa and Schulte, Carsten and
    Kropp, Edna}, year={2014}, pages={15} }'
  chicago: Busjahn, Teresa, Carsten Schulte, and Edna Kropp. “Developing Coding Schemes
    for Program Comprehension Using Eye Movements.” In <i>PPIG</i>, 15. Psychology
    of Programming Interest Group, 2014.
  ieee: T. Busjahn, C. Schulte, and E. Kropp, “Developing Coding Schemes for Program
    Comprehension using Eye Movements,” in <i>PPIG</i>, 2014, p. 15.
  mla: Busjahn, Teresa, et al. “Developing Coding Schemes for Program Comprehension
    Using Eye Movements.” <i>PPIG</i>, Psychology of Programming Interest Group, 2014,
    p. 15.
  short: 'T. Busjahn, C. Schulte, E. Kropp, in: PPIG, Psychology of Programming Interest
    Group, 2014, p. 15.'
date_created: 2020-01-28T10:29:00Z
date_updated: 2022-01-06T06:52:31Z
department:
- _id: '67'
language:
- iso: eng
page: '15'
publication: PPIG
publisher: Psychology of Programming Interest Group
status: public
title: Developing Coding Schemes for Program Comprehension using Eye Movements
type: conference
user_id: '21145'
year: '2014'
...
---
_id: '15663'
citation:
  ama: Schulte C, E. Caspersen M, Gal-Ezer J, eds. <i>Proceedings of the 9th Workshop
    in Primary and Secondary Computing Education, WiPSCE 2014, Berlin, Germany, November
    5-7, 2014</i>. ACM; 2014.
  apa: Schulte, C., E. Caspersen, M., &#38; Gal-Ezer, J. (Eds.). (2014). <i>Proceedings
    of the 9th Workshop in Primary and Secondary Computing Education, WiPSCE 2014,
    Berlin, Germany, November 5-7, 2014</i>. ACM.
  bibtex: '@book{Schulte_E. Caspersen_Gal-Ezer_2014, title={Proceedings of the 9th
    Workshop in Primary and Secondary Computing Education, WiPSCE 2014, Berlin, Germany,
    November 5-7, 2014}, publisher={ACM}, year={2014} }'
  chicago: Schulte, Carsten, Michael E. Caspersen, and Judith Gal-Ezer, eds. <i>Proceedings
    of the 9th Workshop in Primary and Secondary Computing Education, WiPSCE 2014,
    Berlin, Germany, November 5-7, 2014</i>. ACM, 2014.
  ieee: C. Schulte, M. E. Caspersen, and J. Gal-Ezer, Eds., <i>Proceedings of the
    9th Workshop in Primary and Secondary Computing Education, WiPSCE 2014, Berlin,
    Germany, November 5-7, 2014</i>. ACM, 2014.
  mla: Schulte, Carsten, et al., editors. <i>Proceedings of the 9th Workshop in Primary
    and Secondary Computing Education, WiPSCE 2014, Berlin, Germany, November 5-7,
    2014</i>. ACM, 2014.
  short: C. Schulte, M. E. Caspersen, J. Gal-Ezer, eds., Proceedings of the 9th Workshop
    in Primary and Secondary Computing Education, WiPSCE 2014, Berlin, Germany, November
    5-7, 2014, ACM, 2014.
date_created: 2020-01-28T10:29:02Z
date_updated: 2022-01-06T06:52:31Z
department:
- _id: '67'
editor:
- first_name: Carsten
  full_name: Schulte, Carsten
  id: '60311'
  last_name: Schulte
- first_name: Michael
  full_name: E. Caspersen, Michael
  last_name: E. Caspersen
- first_name: Judith
  full_name: Gal-Ezer, Judith
  last_name: Gal-Ezer
language:
- iso: eng
publisher: ACM
status: public
title: Proceedings of the 9th Workshop in Primary and Secondary Computing Education,
  WiPSCE 2014, Berlin, Germany, November 5-7, 2014
type: conference_editor
user_id: '21145'
year: '2014'
...
